Simulation and Optimization of U-bending Springback Using Genetic Algorithms

被引:0
作者
Chen, Lei [1 ]
机构
[1] Jiangxi Blue Sky Univ, Inst Mech & Elect Engn Design, Nanchang 330098, Peoples R China
来源
ADVANCES IN MATERIAL ENGINEERING AND MECHANICAL ENGINEERING | 2011年 / 69卷
关键词
sheet metal forming; springback; genetic algorithms; simulation; optimization;
D O I
10.4028/www.scientific.net/AMM.69.17
中图分类号
TH [机械、仪表工业];
学科分类号
0802 ;
摘要
Springback during unloading affects the dimensional accuracy of sheet metal parts. This paper proposes a finite element model to predict springback with contact evolution between the sheet and dies. The underlying formulation is based on updated Lagrangian elastoplastic materials model. The solutions validated with experimental data of NUMISHEET'93 show more accurately. The effects of the variable blank holding force (VBHF) on springback results are investigated based on genetic algorithms (GAs) for the determination of the parameters in blank holding operations. It has been found that the GAs based optimization technique is very effective in solving this kind of problem. The difficulty of choosing correct starting values for the constants in the traditional optimization techniques has been completely overcome and the GAs technique provides a better chance to converge to the global minimum.
引用
收藏
页码:17 / 22
页数:6
相关论文
共 50 条
  • [41] Optimization of springback in L-bending process using a coupled Abaqus/Python algorithm
    Faiez Gassara
    Ridha Hambli
    Tarak Bouraoui
    Foued El Halouani
    Damien Soulat
    The International Journal of Advanced Manufacturing Technology, 2009, 44 : 61 - 67
  • [42] SIMULATION OF A YAGI UDA ANTENNA USING OPTIMIZATION METHODS BASED ON GENETIC ALGORITHMS
    Diaz Chang, Bolivar Agustin
    Torres Quijije, Angel Ivan
    Cela Jaramillo, Ingrid Estefania
    Macias Rivera, Jonathan Alexander
    REVISTA UNIVERSIDAD Y SOCIEDAD, 2020, 12 (01): : 237 - 243
  • [43] Prediction of springback in V-bending and design of dies using finite element simulation
    Kumar, Apurv
    Viswanath, P.
    Mahesh, K.
    Swati, M.
    Kumar, P. M. Vinay
    Abhijit, A.
    Singh, Swadesh Kumar
    INTERNATIONAL JOURNAL OF MATERIALS & PRODUCT TECHNOLOGY, 2010, 39 (3-4) : 291 - 301
  • [44] Using genetic algorithms for the optimization of mechanisms
    Jean-Luc Marcelin
    The International Journal of Advanced Manufacturing Technology, 2005, 27 : 2 - 6
  • [45] Springback Simulation in Air Bending of Titanium Alloy Sheet Using Solid Shell Element
    Fu Xue-song
    Li Kang
    Sun Wei
    Liu Cheng-fang
    Chen Guo-qing
    Zhou Wen-long
    PROCEEDINGS OF THE 2015 4TH INTERNATIONAL CONFERENCE ON SENSORS, MEASUREMENT AND INTELLIGENT MATERIALS, 2016, 43 : 596 - 602
  • [46] Using genetic algorithms in software optimization
    Ivan, Ion
    Boja, Catalin
    Vochin, Marius
    Nitescu, Iulian
    Toma, Cristian
    Popa, Marius
    PROCEEDINGS OF THE 6TH WSEAS INTERNATIONAL CONFERENCE ON TELECOMMUNICATIONS AND INFORMATICS (TELE-INFO '07)/ 6TH WSEAS INTERNATIONAL CONFERENCE ON SIGNAL PROCESSING (SIP '07), 2007, : 36 - +
  • [47] Using genetic algorithms for the optimization of mechanisms
    Marcelin, JL
    INTERNATIONAL JOURNAL OF ADVANCED MANUFACTURING TECHNOLOGY, 2005, 27 (1-2) : 2 - 6
  • [48] U-bending process of T2 copper foil
    Wang C.-J.
    Guo B.
    Shan D.-B.
    Guangxue Jingmi Gongcheng/Optics and Precision Engineering, 2010, 18 (12): : 2610 - 2615
  • [49] Optimization of geometric parameters of spiral inductors using genetic algorithms
    Gadjeva, E. D.
    Durev, V. P.
    Hristov, M. H.
    Pukneva, D. I.
    Proceedings of the International Conference Mixed Design of Integrated Circuits and Systems, 2006, : 514 - 517
  • [50] Optimization of springback in L-bending process using a coupled Abaqus/Python']Python algorithm
    Gassara, Faiez
    Hambli, Ridha
    Bouraoui, Tarak
    El Halouani, Foued
    Soulat, Damien
    INTERNATIONAL JOURNAL OF ADVANCED MANUFACTURING TECHNOLOGY, 2009, 44 (1-2) : 61 - 67